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Muzhi Zhu 朱慕之
Ph.D. Candidate
State Key Lab of CAD & CG
College of Computer Science and Technology
Zhejiang University
Zhejiang, China. 310058.
Github: Z-MU-Z
Scholar: Google scholar
Email: zhumuzhi αt zju dοt edu dοt cn
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Biography
I'm currently a first-year Ph.D student of the College of Computer Science and Technology at Zhejiang University, fortunately advised by Prof. Chunhua Shen and Prof. Hao Chen . Before that I got my bachelor's degree in Artificial Intelligence Honor Class at Shanghai Jiao Tong University. Before I got to Shanghai Jiao Tong University, all my life was spent in my hometown, Hangzhou, Zhejiang province.
In my daily life, I have a strong interest in painting, architecture, music, classical Chinese literature and poetry .
Research Interests
MLLMs, Computer Vision, AI for science
I am looking forward to a visiting student position recently! Feel free to drop me an e-mail.
News
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[2024.10] Two papers were accepted by NeurIPS.
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[2024.05] One paper was accepted by ICML.
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[2024.03] One paper was accepted by CVPR.
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[2024.01] Two paper were accepted by ICLR (One Spotlight).
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[2023.07] One paper was accepted by ICCV.
Selected Publications
ICML'24
Generative Active Learning for Long-tailed Instance Segmentation
Muzhi Zhu*, Chengxiang Fan*, Hao Chen, Yang Liu, Weian Mao, Xiaogang Xu, Chunhua Shen .
Forty-first International Conference on Machine Learning (ICML'24), 2024.
[code] [paper]
NeurIPS'24
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
Muzhi Zhu*, Yang Liu*, Zekai Luo*, Chenchen Jing, Hao Chen, Guangkai Xu, Xinlong Wang, Chunhua Shen .
Advances in Neural Information Processing Systems (NeurIPS'24), 2024.
[code] [paper]
ICCV'23
Segprompt: Boosting open-world segmentation via category-level prompt learning
Muzhi Zhu, Hengtao Li, Hao Chen, Chengxiang Fan, Weian Mao, Chenchen Jing, Yifan Liu, Chunhua Shen.
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV'23), 2023.
[code] [paper]
CVPR'24
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
Chengxiang Fan*, Muzhi Zhu*, Hao Chen, Yang Liu, Weijia Wu, Huaqi Zhang, Chunhua Shen .
Conference on Computer Vision and Pattern Recognition (CVPR'24), 2024.
[code] [paper]
ICLR'24
De novo Protein Design Using Geometric Vector Field Networks
Weian Mao*, Muzhi Zhu* , Zheng Sun*, Shuaike Shen, Lin Yuanbo Wu, Hao Chen, Chunhua Shen
The Twelfth International Conference on Learning Representations (ICLR'24) 2024.
(Spotlight)
[code] [paper]
ICLR'24
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
Yang Liu*, Muzhi Zhu* , Hengtao Li*, Hao Chen, Xinlong Wang, Chunhua Shen
The Twelfth International Conference on Learning Representations (ICLR'24) 2024.
[code] [paper]
NeurIPS'24
A Simple Image Segmentation Framework via In-Context Examples
Yang Liu, Chenchen Jing, Hengtao Li, Muzhi Zhu, Hao Chen, Xinlong Wang, Chunhua Shen
Advances in Neural Information Processing Systems (NeurIPS'24), 2024.
[code] [paper]
IJCV'24
Masked Channel Modeling for Bootstrapping Visual Pre-training
Yang Liu, Xinlong Wang, Muzhi Zhu, Yue Cao, Tiejun Huang, Chunhua Shen
International Journal of Computer Vision (IJCV'24), 2024.
[code] [paper]
Academic Service
Conference Reviewer: ECCV, ICML,CVPR, NeurIPS, ICLR, AAAI.
I am honored to be selected as a top reviewer for NeurIPS 2024.
Last updated on Nov 2024.